Paolo Braca
Orcid: 0000-0002-3762-4373
According to our database1,
Paolo Braca
authored at least 136 papers
between 2008 and 2024.
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Bibliography
2024
Analytical Classification Performance Analysis Of Machine-Learning-Based Ship Detection From Optical Satellite Imagery.
Proceedings of the IGARSS 2024, 2024
Tracking of Multiple Spawning Targets with Heterogeneous Sensors for Seabed-To-Space Situational Awareness.
Proceedings of the IEEE International Conference on Acoustics, 2024
MARITRAC: Maritime trajectory classification using object instance segmentation with model-based generated data augmentation.
Proceedings of the 27th International Conference on Information Fusion, 2024
Adaptive Resilience in Navigation: Multi-Spoofing Attacks Defence with Statistical Hypothesis Testing and Directional Receivers.
Proceedings of the 27th International Conference on Information Fusion, 2024
Dark-VADER: Detection of Anomalous AIS Message Delays for Maritime Situational Awareness.
Proceedings of the 27th International Conference on Information Fusion, 2024
Proceedings of the 27th International Conference on Information Fusion, 2024
Detecting the Spatiotemporal Characteristics of the Supply-chain Disruption and Estimating its Short Term Effects.
Proceedings of the Workshops of the EDBT/ICDT 2024 Joint Conference co-located with the EDBT/ICDT 2024 Joint Conference, 2024
2023
Recurrent Encoder-Decoder Networks for Vessel Trajectory Prediction With Uncertainty Estimation.
IEEE Trans. Aerosp. Electron. Syst., June, 2023
Large Deviations for Classification Performance Analysis of Machine Learning Systems.
CoRR, 2023
Proceedings of the 26th International Conference on Information Fusion, 2023
Proceedings of the 9th IEEE International Workshop on Computational Advances in Multi-Sensor Adaptive Processing, 2023
2022
Fusion of Sensor Measurements and Target-Provided Information in Multitarget Tracking.
IEEE Trans. Signal Process., 2022
Enhanced Target Localization With Deployable Multiplatform Radar Nodes Based on Non-Convex Constrained Least Squares Optimization.
IEEE Trans. Signal Process., 2022
Maritime Anomaly Detection in a Real-World Scenario: Ever Given Grounding in the Suez Canal.
IEEE Trans. Intell. Transp. Syst., 2022
IEEE Trans. Aerosp. Electron. Syst., 2022
Next-Gen Intelligent Situational Awareness Systems for Maritime Surveillance and Autonomous Navigation [Point of View].
Proc. IEEE, 2022
CoRR, 2022
Keynote: Multi-domain situational awareness - From the underwater to the space domain to improve maritime surveillance.
Proceedings of the IEEE Conference on Cognitive and Computational Aspects of Situation Management, 2022
2021
Optimal Opponent Stealth Trajectory Planning Based on an Efficient Optimization Technique.
IEEE Trans. Signal Process., 2021
Malicious AIS Spoofing and Abnormal Stealth Deviations: A Comprehensive Statistical Framework for Maritime Anomaly Detection.
IEEE Trans. Aerosp. Electron. Syst., 2021
Deep Learning Methods for Vessel Trajectory Prediction Based on Recurrent Neural Networks.
IEEE Trans. Aerosp. Electron. Syst., 2021
IEEE Trans. Aerosp. Electron. Syst., 2021
IEEE Commun. Mag., 2021
Application of Hidden Markov Models to Analyze, Group and Visualize Spatio-Temporal COVID-19 Data.
IEEE Access, 2021
Proceedings of the 2021 IEEE Military Communications Conference, 2021
Sensors Localization and Target Tracking in Underwater Environment via Belief Propagation.
Proceedings of the 2021 IEEE Military Communications Conference, 2021
Maritime Anomaly Detection of Malicious Data Spoofing and Stealth Deviations from Nominal Route Exploiting Heterogeneous Sources of Information.
Proceedings of the 24th IEEE International Conference on Information Fusion, 2021
Uncertainty-Aware Recurrent Encoder-Decoder Networks for Vessel Trajectory Prediction.
Proceedings of the 24th IEEE International Conference on Information Fusion, 2021
Proceedings of the 29th European Signal Processing Conference, 2021
MAST: A Quickest Detection Procedure for COVID-19 Epidemiological Data to Trigger Strategic Decisions.
Proceedings of the 29th European Signal Processing Conference, 2021
2020
IEEE Trans. Signal Process., 2020
Analytical Models for the Electromagnetic Scattering From Isolated Targets in Bistatic Configuration: Geometrical Optics Solution.
IEEE Trans. Geosci. Remote. Sens., 2020
Simulation-Based Feasibility Analysis of Ship Detection Using GNSS-R Delay-Doppler Maps.
IEEE J. Sel. Top. Appl. Earth Obs. Remote. Sens., 2020
IEEE Signal Process. Lett., 2020
Adaptive Bayesian Learning and Forecasting of Epidemic Evolution - Data Analysis of the COVID-19 Outbreak.
IEEE Access, 2020
Underwater Tracking Based on the Sum-Product Algorithm Enhanced by a Neural Network Detections Classifier.
Proceedings of the 2020 IEEE International Conference on Acoustics, 2020
Joint Multitarget Tracking and Dynamic Network Localization in the Underwater Domain.
Proceedings of the 2020 IEEE International Conference on Acoustics, 2020
Prediction oof Vessel Trajectories From AIS Data Via Sequence-To-Sequence Recurrent Neural Networks.
Proceedings of the 2020 IEEE International Conference on Acoustics, 2020
2019
Self-Tuning Algorithms for Multisensor-Multitarget Tracking Using Belief Propagation.
IEEE Trans. Signal Process., 2019
IEEE Trans. Signal Inf. Process. over Networks, 2019
Proceedings of the 5th IEEE International forum on Research and Technology for Society and Industry, 2019
Proceedings of the IEEE International Conference on Acoustics, 2019
Heterogeneous Information Fusion for Multitarget Tracking Using the Sum-product Algorithm.
Proceedings of the IEEE International Conference on Acoustics, 2019
Anomaly Detection and Tracking Based on Mean-Reverting Processes with Unknown Parameters.
Proceedings of the IEEE International Conference on Acoustics, 2019
2018
Detecting Anomalous Deviations From Standard Maritime Routes Using the Ornstein-Uhlenbeck Process.
IEEE Trans. Signal Process., 2018
IEEE Trans. Signal Process., 2018
IEEE Trans. Aerosp. Electron. Syst., 2018
A decision support web service for allocating assets in counter-piracy operations given periodic environmental forecast updates.
Int. J. Intell. Def. Support Syst., 2018
Maritime Surveillance Using Spaceborne GNSS-Reflectometry: The Role of the Scattering Configuration and Receiving Polarization Channel.
Proceedings of the 4th IEEE International Forum on Research and Technology for Society and Industry, 2018
Spaceborne GNSS-Reflectometry for Ship-Detection Applications: Impact of Acquisition Geometry and Polarization.
Proceedings of the 2018 IEEE International Geoscience and Remote Sensing Symposium, 2018
Electromagnetic Modeling of Ships in Maritime Scenarios: Geometrical Optics Approximation.
Proceedings of the 2018 IEEE International Geoscience and Remote Sensing Symposium, 2018
Maritime Anomaly Detection Based on Mean-Reverting Stochastic Processes Applied to a Real-World Scenario.
Proceedings of the 21st International Conference on Information Fusion, 2018
Proceedings of the 21st International Conference on Information Fusion, 2018
Online Estimation of Unknown Parameters in Multisensor-Multitarget Tracking: a Belief Propagation Approach.
Proceedings of the 21st International Conference on Information Fusion, 2018
Proceedings of the 21st International Conference on Information Fusion, 2018
Proceedings of the 21st International Conference on Information Fusion, 2018
Proceedings of the 21st International Conference on Information Fusion, 2018
Unsupervised Maritime Traffic Graph Learning with Mean-Reverting Stochastic Processes.
Proceedings of the 21st International Conference on Information Fusion, 2018
Proceedings of the 26th European Signal Processing Conference, 2018
Proceedings of the 26th European Signal Processing Conference, 2018
2017
A Scalable Algorithm for Tracking an Unknown Number of Targets Using Multiple Sensors.
IEEE Trans. Signal Process., 2017
ODIN: Obfuscation-Based Privacy-Preserving Consensus Algorithm for Decentralized Information Fusion in Smart Device Networks.
ACM Trans. Internet Techn., 2017
Performance Assessment of Vessel Dynamic Models for Long-Term Prediction Using Heterogeneous Data.
IEEE Trans. Geosci. Remote. Sens., 2017
Multiple Sensor Measurement Updates for the Extended Target Tracking Random Matrix Model.
IEEE Trans. Aerosp. Electron. Syst., 2017
IEEE Geosci. Remote. Sens. Lett., 2017
Maximum Likelihood Signal Amplitude Estimation Based on Permuted Blocks of Differently Binary Quantized Observations of a Signal in Noise.
CoRR, 2017
Hypothesis testing in the presence of maxwell's daemon: signal detection by unlabeled observations.
Proceedings of the 2017 IEEE International Conference on Acoustics, 2017
Proceedings of the 2017 IEEE International Conference on Big Data (IEEE BigData 2017), 2017
2016
Distributed Detection Over Adaptive Networks: Refined Asymptotics and the Role of Connectivity.
IEEE Trans. Signal Inf. Process. over Networks, 2016
Diffusion-Based Adaptive Distributed Detection: Steady-State Performance in the Slow Adaptation Regime.
IEEE Trans. Inf. Theory, 2016
IEEE Trans. Aerosp. Electron. Syst., 2016
Multisensor adaptive bayesian tracking under time-varying target detection probability.
IEEE Trans. Aerosp. Electron. Syst., 2016
Modeling vessel kinematics using a stochastic mean-reverting process for long-term prediction.
IEEE Trans. Aerosp. Electron. Syst., 2016
Consistent Estimation of Randomly Sampled Ornstein-Uhlenbeck Process Long-Run Mean for Long-Term Target State Prediction.
IEEE Signal Process. Lett., 2016
Comparative Analysis of Two Approaches for Multipath Ghost Suppression in Radar Imaging.
IEEE Geosci. Remote. Sens. Lett., 2016
Proceedings of the 2016 IEEE Globecom Workshops, Washington, DC, USA, December 4-8, 2016, 2016
Multiple sensor Bayesian extended target tracking fusion approaches using random matrices.
Proceedings of the 19th International Conference on Information Fusion, 2016
Proceedings of the 19th International Conference on Information Fusion, 2016
Tracking an unknown number of targets using multiple sensors: A belief propagation method.
Proceedings of the 19th International Conference on Information Fusion, 2016
The Mixed Ornstein-Uhlenbeck Process and context exploitation in multi-target tracking.
Proceedings of the 19th International Conference on Information Fusion, 2016
Detection over diffusion networks: Asymptotic tools for performance prediction and simulation.
Proceedings of the 24th European Signal Processing Conference, 2016
2015
IEEE Trans. Geosci. Remote. Sens., 2015
Gamma Gaussian Inverse Wishart Probability Hypothesis Density for Extended Target Tracking Using X-Band Marine Radar Data.
IEEE Trans. Geosci. Remote. Sens., 2015
IEEE Trans. Geosci. Remote. Sens., 2015
Proceedings of the 2015 IEEE International Geoscience and Remote Sensing Symposium, 2015
Extended target tracking using joint probabilistic data association filter on X-band radar data.
Proceedings of the 2015 IEEE International Geoscience and Remote Sensing Symposium, 2015
Proceedings of the 2015 IEEE International Geoscience and Remote Sensing Symposium, 2015
Proceedings of the 2015 IEEE International Geoscience and Remote Sensing Symposium, 2015
Proceedings of the 2015 IEEE International Geoscience and Remote Sensing Symposium, 2015
Proceedings of the 2015 IEEE International Conference on Acoustics, 2015
Proceedings of the 2015 IEEE International Conference on Acoustics, 2015
Converted measurements random matrix approach to extended target tracking using X-band marine radar data.
Proceedings of the 18th International Conference on Information Fusion, 2015
Adaptive filtering of imprecisely time-stamped measurements with application to AIS networks.
Proceedings of the 18th International Conference on Information Fusion, 2015
Proceedings of the 18th International Conference on Information Fusion, 2015
Proceedings of the 18th International Conference on Information Fusion, 2015
Environmental field estimation by consensus based dynamic sensor networks and underwater gliders.
Proceedings of the 23rd European Signal Processing Conference, 2015
2014
Bayesian Tracking in Underwater Wireless Sensor Networks With Port-Starboard Ambiguity.
IEEE Trans. Signal Process., 2014
IEEE Trans. Geosci. Remote. Sens., 2014
A network of HF surface wave radars for maritime surveillance: Preliminary results in the German Bight.
Proceedings of the IEEE International Conference on Acoustics, 2014
Proceedings of the IEEE International Conference on Acoustics, 2014
Environmentally sensitive particle filter tracking in multistatic AUV networks with port-starboard ambiguity.
Proceedings of the IEEE International Conference on Acoustics, 2014
Proceedings of the IEEE International Conference on Acoustics, 2014
Context-enhanced vessel prediction based on Ornstein-Uhlenbeck processes using historical AIS traffic patterns: Real-world experimental results.
Proceedings of the 17th International Conference on Information Fusion, 2014
Proceedings of the 17th International Conference on Information Fusion, 2014
PHD extended target tracking using an incoherent X-band radar: Preliminary real-world experimental results.
Proceedings of the 17th International Conference on Information Fusion, 2014
Track before Detect algorithm for tracking extended targets applied to real-world data of X-band marine radar.
Proceedings of the 17th International Conference on Information Fusion, 2014
Proceedings of the 17th International Conference on Information Fusion, 2014
2013
IEEE Geosci. Remote. Sens. Lett., 2013
IEEE J. Sel. Top. Signal Process., 2013
Detection, tracking and fusion of multiple HFSW radars for ship traffic surveillance: Experimental performance assessment.
Proceedings of the 2013 IEEE International Geoscience and Remote Sensing Symposium, 2013
Proceedings of the IEEE International Conference on Acoustics, 2013
Proceedings of the 16th International Conference on Information Fusion, 2013
Proceedings of the 16th International Conference on Information Fusion, 2013
Particle filtering approach to multistatic underwater sensor networks with left-right ambiguity.
Proceedings of the 16th International Conference on Information Fusion, 2013
Proceedings of the 21st European Signal Processing Conference, 2013
Asset network planning: Integration of environmental data and sensor performance for counter piracy.
Proceedings of the 21st European Signal Processing Conference, 2013
2012
IEEE Trans. Signal Process., 2012
Proceedings of the 2012 IEEE International Geoscience and Remote Sensing Symposium, 2012
Proceedings of the 15th International Conference on Information Fusion, 2012
Proceedings of the 15th International Conference on Information Fusion, 2012
Proceedings of the 15th International Conference on Information Fusion, 2012
2011
CoRR, 2011
Proceedings of the 19th European Signal Processing Conference, 2011
Proceedings of the 19th European Signal Processing Conference, 2011
2010
IEEE Trans. Signal Process., 2010
IEEE Trans. Signal Process., 2010
2009
Distributed estimation with data association: Is the nearest neighbor the most informative?
Proceedings of the 12th International Conference on Information Fusion, 2009
2008
IEEE Trans. Signal Process., 2008
Proceedings of the 11th International Conference on Information Fusion, 2008